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  1. LICENSE +21 -0
  2. assets/chat_template.jinja +90 -0
  3. config.json +66 -0
  4. generation_config.json +9 -0
  5. model-00091-of-000163.safetensors +3 -0
  6. model-00121-of-000163.safetensors +3 -0
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  48. model.safetensors.index.json +0 -0
  49. tokenizer.json +0 -0
  50. tokenizer_config.json +35 -0
LICENSE ADDED
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+ MIT License
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+
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+ Copyright (c) 2023 DeepSeek
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+
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+ Permission is hereby granted, free of charge, to any person obtaining a copy
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+ of this software and associated documentation files (the "Software"), to deal
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+ in the Software without restriction, including without limitation the rights
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+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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+ copies of the Software, and to permit persons to whom the Software is
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+ furnished to do so, subject to the following conditions:
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+
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+ The above copyright notice and this permission notice shall be included in all
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+ copies or substantial portions of the Software.
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+
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+ THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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+ IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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+ FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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+ AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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+ LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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+ OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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+ SOFTWARE.
assets/chat_template.jinja ADDED
@@ -0,0 +1,90 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {% if not add_generation_prompt is defined %}
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+ {% set add_generation_prompt = false %}
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+ {% endif %}
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+ {% if not thinking is defined %}
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+ {% set thinking = false %}
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+ {% endif %}
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+ {% set ns = namespace(is_first=false, is_tool=false, system_prompt='', is_first_sp=true, is_last_user=false, is_only_sys=false, is_prefix=false) %}
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+ {%- for message in messages %}
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+ {%- if message['role'] == 'system' %}
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+ {%- if ns.is_first_sp %}
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+ {% set ns.system_prompt = ns.system_prompt + message['content'] %}
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+ {% set ns.is_first_sp = false %}
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+ {%- else %}
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+ {% set ns.system_prompt = ns.system_prompt + '\n\n' + message['content'] %}
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+ {%- endif %}
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+ {% set ns.is_only_sys = true %}
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+ {%- endif %}
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+ {%- endfor %}
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+ {{ bos_token }}{{ ns.system_prompt }}
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+ {%- for message in messages %}
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+ {%- if message['role'] == 'user' %}
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+ {%- set ns.is_tool = false -%}
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+ {%- set ns.is_first = false -%}
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+ {%- set ns.is_last_user = true -%}
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+ {{'<|User|>' + message['content']}}
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+ {%- endif %}
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+ {%- if message['role'] == 'assistant' and message['tool_calls'] is defined and message['tool_calls'] is not none %}
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+ {%- if ns.is_last_user or ns.is_only_sys %}
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+ {{'<|Assistant|></think>'}}
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+ {%- endif %}
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+ {%- set ns.is_last_user = false -%}
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+ {%- set ns.is_first = false %}
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+ {%- set ns.is_tool = false -%}
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+ {%- for tool in message['tool_calls'] %}
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+ {%- if not ns.is_first %}
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+ {%- if message['content'] is none %}
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+ {{'<|tool▁calls▁begin|><|tool▁call▁begin|>'+ tool['function']['name'] + '<|tool▁sep|>' + tool['function']['arguments'] + '<|tool▁call▁end|>'}}
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+ {%- else %}
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+ {{message['content'] + '<|tool▁calls▁begin|><|tool▁call▁begin|>' + tool['function']['name'] + '<|tool▁sep|>' + tool['function']['arguments'] + '<|tool▁call▁end|>'}}
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+ {%- endif %}
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+ {%- set ns.is_first = true -%}
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+ {%- else %}
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+ {{'<|tool▁call▁begin|>'+ tool['function']['name'] + '<|tool▁sep|>' + tool['function']['arguments'] + '<|tool▁call▁end|>'}}
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+ {%- endif %}
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+ {%- endfor %}
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+ {{'<|tool▁calls▁end|><|end▁of▁sentence|>'}}
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+ {%- endif %}
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+ {%- if message['role'] == 'assistant' and (message['tool_calls'] is not defined or message['tool_calls'] is none) %}
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+ {%- if ns.is_last_user %}
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+ {{'<|Assistant|>'}}
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+ {%- if message['prefix'] is defined and message['prefix'] and thinking %}
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+ {{'<think>'}}
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+ {%- else %}
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+ {{'</think>'}}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- if message['prefix'] is defined and message['prefix'] %}
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+ {%- set ns.is_prefix = true -%}
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+ {%- endif %}
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+ {%- set ns.is_last_user = false -%}
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+ {%- if ns.is_tool %}
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+ {{message['content'] + '<|end▁of▁sentence|>'}}
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+ {%- set ns.is_tool = false -%}
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+ {%- else %}
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+ {%- set content = message['content'] -%}
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+ {%- if '</think>' in content %}
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+ {%- set content = content.split('</think>', 1)[1] -%}
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+ {%- endif %}
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+ {{content + '<|end▁of▁sentence|>'}}
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+ {%- endif %}
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+ {%- endif %}
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+ {%- if message['role'] == 'tool' %}
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+ {%- set ns.is_last_user = false -%}
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+ {%- set ns.is_tool = true -%}
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+ {{'<|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}
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+ {%- endif %}
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+ {%- if message['role'] != 'system' %}
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+ {% set ns.is_only_sys = false %}
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+ {%- endif %}
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+ {%- endfor -%}
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+ {% if add_generation_prompt and not ns.is_tool%}
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+ {% if ns.is_last_user or ns.is_only_sys or not ns.is_prefix %}
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+ {{'<|Assistant|>'}}
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+ {%- if not thinking %}
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+ {{'</think>'}}
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+ {%- else %}
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+ {{'<think>'}}
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+ {%- endif %}
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+ {% endif %}
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+ {% endif %}
config.json ADDED
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+ {
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+ "architectures": [
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+ "DeepseekV32ForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 0,
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+ "eos_token_id": 1,
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+ "ep_size": 1,
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+ "first_k_dense_replace": 3,
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+ "hidden_act": "silu",
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+ "hidden_size": 7168,
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+ "index_head_dim": 128,
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+ "index_n_heads": 64,
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+ "index_topk": 2048,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 18432,
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+ "kv_lora_rank": 512,
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+ "max_position_embeddings": 163840,
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+ "model_type": "deepseek_v32",
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+ "moe_intermediate_size": 2048,
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+ "moe_layer_freq": 1,
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+ "n_group": 8,
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+ "n_routed_experts": 256,
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+ "n_shared_experts": 1,
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+ "norm_topk_prob": true,
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+ "num_attention_heads": 128,
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+ "num_experts_per_tok": 8,
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+ "num_hidden_layers": 61,
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+ "num_key_value_heads": 128,
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+ "num_nextn_predict_layers": 1,
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+ "q_lora_rank": 1536,
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+ "qk_nope_head_dim": 128,
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+ "qk_rope_head_dim": 64,
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+ "quantization_config": {
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+ "activation_scheme": "dynamic",
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+ "fmt": "e4m3",
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+ "quant_method": "fp8",
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+ "scale_fmt": "ue8m0",
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+ "weight_block_size": [
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+ 128,
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+ 128
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+ ]
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+ },
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+ "rms_norm_eps": 1e-06,
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+ "rope_scaling": {
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+ "beta_fast": 32,
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+ "beta_slow": 1,
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+ "factor": 40,
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+ "mscale": 1.0,
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+ "mscale_all_dim": 1.0,
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+ "original_max_position_embeddings": 4096,
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+ "type": "yarn"
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+ },
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+ "rope_theta": 10000,
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+ "routed_scaling_factor": 2.5,
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+ "scoring_func": "sigmoid",
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+ "tie_word_embeddings": false,
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+ "topk_group": 4,
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+ "topk_method": "noaux_tc",
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.44.2",
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+ "use_cache": true,
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+ "v_head_dim": 128,
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+ "vocab_size": 129280
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+ }
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+ {
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+ "_from_model_config": true,
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+ "do_sample": true,
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+ "temperature": 0.6,
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+ "top_p": 0.95,
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+ "transformers_version": "4.46.3"
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+ }
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+ {
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+ "add_bos_token": true,
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+ "add_eos_token": false,
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+ "bos_token": {
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+ "__type": "AddedToken",
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+ "content": "<|begin▁of▁sentence|>",
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+ "lstrip": false,
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+ },
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+ "__type": "AddedToken",
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+ "content": "<|end▁of▁sentence|>",
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+ "lstrip": false,
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+ "normalized": true,
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+ },
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+ "pad_token": {
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+ "__type": "AddedToken",
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+ "content": "<|end▁of▁sentence|>",
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+ "lstrip": false,
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+ "normalized": true,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "sp_model_kwargs": {},
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+ "unk_token": null,
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+ "tokenizer_class": "LlamaTokenizerFast",
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+ "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% if not thinking is defined %}{% set thinking = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, system_prompt='', is_first_sp=true, is_last_user=false, is_only_sys=false, is_prefix=false) %}{%- for message in messages %}{%- if message['role'] == 'system' %}{%- if ns.is_first_sp %}{% set ns.system_prompt = ns.system_prompt + message['content'] %}{% set ns.is_first_sp = false %}{%- else %}{% set ns.system_prompt = ns.system_prompt + '\n\n' + message['content'] %}{%- endif %}{% set ns.is_only_sys = true %}{%- endif %}{%- endfor %}{{ bos_token }}{{ ns.system_prompt }}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{%- set ns.is_first = false -%}{%- set ns.is_last_user = true -%}{{'<|User|>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['tool_calls'] is defined and message['tool_calls'] is not none %}{%- if ns.is_last_user or ns.is_only_sys %}{{'<|Assistant|></think>'}}{%- endif %}{%- set ns.is_last_user = false -%}{%- set ns.is_first = false %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls'] %}{%- if not ns.is_first %}{%- if message['content'] is none %}{{'<|tool▁calls▁begin|><|tool▁call▁begin|>'+ tool['function']['name'] + '<|tool▁sep|>' + tool['function']['arguments'] + '<|tool▁call▁end|>'}}{%- else %}{{message['content'] + '<|tool▁calls▁begin|><|tool▁call▁begin|>' + tool['function']['name'] + '<|tool▁sep|>' + tool['function']['arguments'] + '<|tool▁call▁end|>'}}{%- endif %}{%- set ns.is_first = true -%}{%- else %}{{'<|tool▁call▁begin|>'+ tool['function']['name'] + '<|tool▁sep|>' + tool['function']['arguments'] + '<|tool▁call▁end|>'}}{%- endif %}{%- endfor %}{{'<|tool▁calls▁end|><|end▁of▁sentence|>'}}{%- endif %}{%- if message['role'] == 'assistant' and (message['tool_calls'] is not defined or message['tool_calls'] is none) %}{%- if ns.is_last_user %}{{'<|Assistant|>'}}{%- if message['prefix'] is defined and message['prefix'] and thinking %}{{'<think>'}}{%- else %}{{'</think>'}}{%- endif %}{%- endif %}{%- if message['prefix'] is defined and message['prefix'] %}{%- set ns.is_prefix = true -%}{%- endif %}{%- set ns.is_last_user = false -%}{%- if ns.is_tool %}{{message['content'] + '<|end▁of▁sentence|>'}}{%- set ns.is_tool = false -%}{%- else %}{%- set content = message['content'] -%}{%- if '</think>' in content %}{%- set content = content.split('</think>', 1)[1] -%}{%- endif %}{{content + '<|end▁of▁sentence|>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_last_user = false -%}{%- set ns.is_tool = true -%}{{'<|tool▁output▁begin|>' + message['content'] + '<|tool▁output▁end|>'}}{%- endif %}{%- if message['role'] != 'system' %}{% set ns.is_only_sys = false %}{%- endif %}{%- endfor -%}{% if add_generation_prompt and not ns.is_tool%}{% if ns.is_last_user or ns.is_only_sys or not ns.is_prefix %}{{'<|Assistant|>'}}{%- if not thinking %}{{'</think>'}}{%- else %}{{'<think>'}}{%- endif %}{% endif %}{% endif %}"
35
+ }